In 2025, stock markets in the United States accounted for roughly ** percent of world stocks. The next largest country by stock market share was China, followed by the European Union as a whole. The New York Stock Exchange (NYSE) and the NASDAQ are the largest stock exchange operators worldwide. What is a stock exchange? The first modern publicly traded company was the Dutch East Industry Company, which sold shares to the general public to fund expeditions to Asia. Since then, groups of companies have formed exchanges in which brokers and dealers can come together and make transactions in one space. Stock market indices group companies trading on a given exchange, giving an idea of how they evolve in real time. Appeal of stock ownership Over half of adults in the United States are investing money in the stock market. Stocks are an attractive investment because the possible return is higher than offered by other financial instruments.

The value of the DJIA index amounted to ****** at the end of June 2025, up from ********* at the end of March 2020. Global panic about the coronavirus epidemic caused the drop in March 2020, which was the worst drop since the collapse of Lehman Brothers in 2008. Dow Jones Industrial Average index – additional information The Dow Jones Industrial Average index is a price-weighted average of 30 of the largest American publicly traded companies on New York Stock Exchange and NASDAQ, and includes companies like Goldman Sachs, IBM and Walt Disney. This index is considered to be a barometer of the state of the American economy. DJIA index was created in 1986 by Charles Dow. Along with the NASDAQ 100 and S&P 500 indices, it is amongst the most well-known and used stock indexes in the world. The year that the 2018 financial crisis unfolded was one of the worst years of the Dow. It was also in 2008 that some of the largest ever recorded losses of the Dow Jones Index based on single-day points were registered. On September 29, 2008, for instance, the Dow had a loss of ****** points, one of the largest single-day losses of all times. The best years in the history of the index still are 1915, when the index value increased by ***** percent in one year, and 1933, year when the index registered a growth of ***** percent.

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The New York Stock Exchange (NYSE) is the largest stock exchange in the world, with an equity market capitalization of almost ** trillion U.S. dollars as of June 2025. The following three exchanges were the NASDAQ, PINK Exchange, and the Frankfurt Exchange. What is a stock exchange? A stock exchange is a marketplace where stockbrokers, traders, buyers, and sellers can trade in equities products. The largest exchanges have thousands of listed companies. These companies sell shares of their business, giving the general public the opportunity to invest in them. The oldest stock exchange worldwide is the Frankfurt Stock Exchange, founded in the late sixteenth century. Other functions of a stock exchange Since these are publicly traded companies, every firm listed on a stock exchange has had an initial public offering (IPO). The largest IPOs can raise billions of dollars in equity for the firm involved. Related to stock exchanges are derivatives exchanges, where stock options, futures contracts, and other derivatives can be traded.

While the global coronavirus (COVID-19) pandemic caused all major stock market indices to fall sharply in March 2020, both the extent of the decline at this time, and the shape of the subsequent recovery, have varied greatly. For example, on March 15, 2020, major European markets and traditional stocks in the United States had shed around 40 percent of their value compared to January 5, 2020. However, Asian markets and the NASDAQ Composite Index only shed around 20 to 25 percent of their value. A similar story can be seen with the post-coronavirus recovery. As of November 14, 2021 the NASDAQ composite index value was around 65 percent higher than in January 2020, while most other markets were only between 20 and 40 percent higher.

Why did the NASDAQ recover the quickest?

Based in New York City, the NASDAQ is famously considered a proxy for the technology industry as many of the world’s largest technology industries choose to list there. And it just so happens that technology was the sector to perform the best during the coronavirus pandemic. Accordingly, many of the largest companies who benefitted the most from the pandemic such as Amazon, PayPal and Netflix, are listed on the NADSAQ, helping it to recover the fastest of the major stock exchanges worldwide.

Which markets suffered the most?

The energy sector was the worst hit by the global COVID-19 pandemic. In particular, oil companies share prices suffered large declines over 2020 as demand for oil plummeted while workers found themselves no longer needing to commute, and the tourism industry ground to a halt. In addition, overall share prices in two major stock exchanges – the London Stock Exchange (as represented by the FTSE 100 index) and Hong Kong (as represented by the Hang Seng index) – have notably recovered slower than other major exchanges. However, in both these, the underlying issue behind the slower recovery likely has more to do with political events unrelated to the coronavirus than it does with the pandemic – namely Brexit and general political unrest, respectively.

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Context

COVID-19 or Corona Virus is on anyone's lips, since it has affected (and still affecting) a lot of aspects in our lives. From when the virus was first considered a pandemic until now, it has driven the markets crazy, having one of the most significant effects on the past years. No one was able to predict this and none of the financial models was prepared for the huge change the market has suffered. This dataset aims to explain the market evolution before and after the COVID-19

Content

Financial historical data from the World Major Indices, including: Shanghai, FTSE MIB, S&P 500, Nasdaq, Dow 30, Euro Stoxx 50, and much more. The dataset contains: OHLC values, the Volume and the Currency.

Note that the dataset has been generated using investpy an open-source Python package to extract financial data from Investing.com, and you can find all the usage information and documentation at: https://github.com/alvarobartt/investpy.

Inspiration

This dataset aims to explain the market evolution before and after the COVID-19 so as to extract conclusions based on just market data or maybe aggregating external data such as news reports, tweets, etc. so feel free to use this dataset and combine it with others so that we, the community, can develop useful kernels so as to analyse and understand this situation and its impacts. So it is also an open call to researchers, data scientists, financial analysts, etc. so to collaborate together in a market study on the impacts of COVID-19.

Acknowledgements

This dataset been created by Álvaro Bartolomé del Canto using investpy so as to retrieve the historical data from Investing.com. Also, the banner image is property of Investing.com since it is an Investing.com Weekly Comic.

Short term stress of covid 19 on world major stock indices The main objective of this study is to check short term stress of COVID 19 on the American European Asian and Pacific stock market indices furthermore the correlation between all the stock markets during the pandemic Secondary data of 41 stock exchange from 32 countries have been collected from investing com website from 1st July 2019 to 14th May 2020 for the stock market and the COVID 19 data has been collected according to the

Dataset

This dataset was created by Akshat Zala

Released under CC0: Public Domain

Contents

Major world's stock indices Daily its updated

The NYSE U.S. 100 Index tracks the largest U.S. companies traded on the New York Stock Exchange. This statistic shows the leading 20 companies on the NYSE U.S. 100 Index by market capitalization. As of January 28, 2024 the multinational conglomerate company ****************** ranked as the first, with a market capitalization of over *** billion euros. This was followed by ********* and ***************, with market capitalizations amounting to *** billion and *** billion euros respectively. NYSE U.S. 100 Index vs. Nasdaq 100 Index The New York Stock Exchange and the Nasdaq are the largest two stock exchanges in the world, but they differ in the kinds of companies they list. The NYSE is known to list stable and long-lasting firms, commonly referred to as “blue-chip” companies. In contrast, the Nasdaq is renowned for listing the world’s biggest companies, mainly from the tech industry. Similar to the NYSE U.S. 100 Index, the Nasdaq 100 Index tracks the 100 largest non-financial companies listed on the Nasdaq exchange, including both U.S. and non-U.S. companies. The leader of the NYSE U.S. 100 index: Berkshire Hathaway Berkshire Hathaway, the leader of the NYSE U.S. 100 Index, was also among the world's largest companies by revenue in 2023. The company is a multinational conglomerate and holding company with insurance as its core business and interests in other sectors such as railroad, utilities and energy, finance. In fact, Berkshire was the world's biggest insurance company by revenue in 2023. As a holding company, it has significant stakes in some of the world’s largest companies, including Apple, Bank of America and Coca-Cola. With its diverse background in various businesses and industries, Berkshire Hathaway had a total revenue of *** billion U.S. dollars in 2023.

The NYSE World Leaders Index tracks the performance of the 100 largest U.S. domiciled stocks and the 100 largest non-U.S. domiciled stocks that are listed on the New York Stock Exchange by market capitalization. The value of the index amounted to 13,153.85 at the end of February 2025, which was the highest index point observed since September 2013.

China's main stock market index, the SHANGHAI, rose to 3582 points on July 22, 2025, gaining 0.62% from the previous session. Over the past month, the index has climbed 5.92% and is up 22.86% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from China. China Shanghai Composite Stock Market Index - values, historical data, forecasts and news - updated on July of 2025.

The Dow Jones Industrial Average (DJIA) index dropped around ***** points in the four weeks from February 12 to March 11, 2020, but has since recovered and peaked at ********* points as of November 24, 2024. In February 2020 - just prior to the global coronavirus (COVID-19) pandemic, the DJIA index stood at a little over ****** points. U.S. markets suffer as virus spreads The COVID-19 pandemic triggered a turbulent period for stock markets – the S&P 500 and Nasdaq Composite also recorded dramatic drops. At the start of February, some analysts remained optimistic that the outbreak would ease. However, the increased spread of the virus started to hit investor confidence, prompting a record plunge in the stock markets. The Dow dropped by more than ***** points in the week from February 21 to February 28, which was a fall of **** percent – its worst percentage loss in a week since October 2008. Stock markets offer valuable economic insights The Dow Jones Industrial Average is a stock market index that monitors the share prices of the 30 largest companies in the United States. By studying the performance of the listed companies, analysts can gauge the strength of the domestic economy. If investors are confident in a company’s future, they will buy its stocks. The uncertainty of the coronavirus sparked fears of an economic crisis, and many traders decided that investment during the pandemic was too risky.

Key information about Canada S&P/TSX Composite

• Canada S&P/TSX Composite closed at 25,393.5 points in Feb 2025, compared with 25,533.1 points at the previous month end
• Canada Equity Market Index: Month End: TMX: S&P/TSX Composite data is updated monthly, available from May 2002 to Feb 2025, with an average number of 13,818.0 points
• The data reached an all-time high of 25,648.0 points in Nov 2024 and a record low of 6,180.4 points in Sep 2002

Toronto Stock Exchange provides daily data on several major stock market indices, but the S&P/TSX Composite index is the one most closely monitored by analysts

Key information about Turkey BIST National 100

• Turkey BIST National 100 closed at 116,524.8 points in Jun 2020, compared with 105,520.5 points at the previous month end
• Turkey Equity Market Index: Month End: TRY: BIST National 100 data is updated monthly, available from Jan 1986 to Jun 2020, with an average number of 15,208.8 points
• The data reached an all-time high of 119,528.8 points in Jan 2018 and a record low of 1.0 points in Jan 1986

In line with the 'Removal of Two Zeros from Equity Indices” project, starting with July 27, 2020, BIST removed 2 zeros from the stock indices calculated in Turkish Liras (TRY). Therefore, the base values of these indices were divided by 100. Borsa Istanbul provides daily data on 11 major stock market indices, but the BIST National 100 index is the one most closely monitored by analysts.


Further information about Turkey BIST National 100

• In the latest reports, Borsa Istanbul recorded a monthly P/E ratio of 6.2 in Jul 2023

The average for 2021 based on 87 countries was 32.21 percent. The highest value was in Venezuela: 991.39 percent and the lowest value was in Botswana: -6.38 percent. The indicator is available from 1984 to 2021. Below is a chart for all countries where data are available.

The US_Stock_Data.csv dataset offers a comprehensive view of the US stock market and related financial instruments, spanning from January 2, 2020, to February 2, 2024. This dataset includes 39 columns, covering a broad spectrum of financial data points such as prices and volumes of major stocks, indices, commodities, and cryptocurrencies. The data is presented in a structured CSV file format, making it easily accessible and usable for various financial analyses, market research, and predictive modeling. This dataset is ideal for anyone looking to gain insights into the trends and movements within the US financial markets during this period, including the impact of major global events.

Key Features and Data Structure

The dataset captures daily financial data across multiple assets, providing a well-rounded perspective of market dynamics. Key features include:

• Commodities: Prices and trading volumes for natural gas, crude oil, copper, platinum, silver, and gold.
• Cryptocurrencies: Prices and volumes for Bitcoin and Ethereum, including detailed 5-minute interval data for Bitcoin.
• Stock Market Indices: Data for major indices such as the S&P 500 and Nasdaq 100.
• Individual Stocks: Prices and volumes for major companies including Apple, Tesla, Microsoft, Google, Nvidia, Berkshire Hathaway, Netflix, Amazon, and Meta.

The dataset’s structure is designed for straightforward integration into various analytical tools and platforms. Each column is dedicated to a specific asset's daily price or volume, enabling users to perform a wide range of analyses, from simple trend observations to complex predictive models. The inclusion of intraday data for Bitcoin provides a detailed view of market movements.

Applications and Usability

This dataset is highly versatile and can be utilized for various financial research purposes:

• Market Analysis: Track the performance of key assets, compare volatility, and study correlations between different financial instruments.
• Risk Assessment: Analyze the impact of commodity price movements on related stock prices and evaluate market risks.
• Educational Use: Serve as a resource for teaching market trends, asset correlation, and the effects of global events on financial markets.

The dataset’s daily updates ensure that users have access to the most current data, which is crucial for real-time analysis and decision-making. Whether for academic research, market analysis, or financial modeling, the US_Stock_Data.csv dataset provides a valuable foundation for exploring the complexities of financial markets over the specified period.

Acknowledgements:

This dataset would not be possible without the contributions of Dhaval Patel, who initially curated the US stock market data spanning from 2020 to 2024. Full credit goes to Dhaval Patel for creating and maintaining the dataset. You can find the original dataset here: US Stock Market 2020 to 2024.

As of January 29, 2025, the FTSE index stood at ******** points - well above its average value of around ***** points in the past few years.On the 12th of March 2020, amid the escalating crisis surrounding the coronavirus and fears of a global recession, the FTSE 100 suffered the second largest one day crash in its history and the biggest since the 1987 market crash. On the 23rd of March, the FTSE index saw its lowest value this year to date at ******** but has since began a tentative recovery. With the continuation of the pandemic, the FTSE 100 index was making a tentative recovery between late March 2020 and early June 2020. Since then the FSTE 100 index had plateaued towards the end of July, before starting a tentative upward trend in November. FTSE 100 The Financial Times Stock Exchange 100 Index, otherwise known as the FTSE 100 Index is a share index of the 100 largest companies trading on the London Stock Exchange in terms of market capitalization. At the end of March 2024, the largest company trading on the LSE was Shell. The largest ever initial public offering (IPO) on the LSE was Glencore International plc. European stock exchanges While nearly every country in Europe has a stock exchange, only five are considered major, and have a market capital of over one trillion U.S dollars. European stock exchanges make up two of the top ten major stock markets in the world. Europe’s biggest stock exchange is the Euronext which combines seven markets based in Belgium, France, England, Ireland, the Netherlands, Norway, and Portugal.

Key information about Russia RTS

• Russia RTS closed at 1,142.4 points in Feb 2025, compared with 949.5 points at the previous month end
• Russia Equity Market Index: Month End: RTS data is updated monthly, available from Sep 1995 to Feb 2025, with an average number of 1,055.6 points
• The data reached an all-time high of 2,459.9 points in May 2008 and a record low of 43.8 points in Sep 1998

RTS Stock Exchange provides daily data on 11 major stock market indices, but the RTS index is the one most closely monitored by analysts

Passive ETF Market Outlook

In 2023, the global Passive ETF market size was valued at approximately USD 6.1 trillion and is projected to reach USD 11.4 trillion by 2032, growing at a CAGR of 7.2% over the forecast period. The primary growth factor for this market is the increasing preference for low-cost investment options among retail and institutional investors alike.

One of the significant growth factors driving the Passive ETF market is the rise in awareness and education about financial markets among retail investors. More individuals are becoming informed about the benefits of diversified, low-cost investment portfolios. Passive ETFs, which typically track a specific index, offer a cost-effective way for investors to gain broad market exposure without the need for intensive management. This factor is particularly appealing to new investors who wish to participate in the stock market with minimal fees and reduced risk.

Another critical driver is the surge in technological advancements and digitalization in financial services. Online trading platforms and robo-advisors are making it easier for investors to access a wide array of ETF products. These platforms often provide tools and resources that help investors make informed decisions, thereby encouraging more people to invest in Passive ETFs. The ease of use, coupled with low transaction costs, has further popularized Passive ETFs among various investor segments.

Institutional investors are also increasingly turning to Passive ETFs to optimize their investment strategies. With market volatility and economic uncertainties, institutional investors seek stable and predictable investment solutions. Passive ETFs offer a reliable way to achieve market returns without the need to actively manage individual securities. This stability is particularly important for pension funds, endowments, and insurance companies, which have long-term investment horizons and fiduciary responsibilities to their beneficiaries.

Regionally, North America continues to dominate the Passive ETF market, owing to its mature financial markets and large base of institutional and retail investors. However, other regions like Asia Pacific are catching up rapidly. The growing middle class, rising disposable incomes, and increasing financial literacy are significant factors contributing to the market's growth in this region. Additionally, favorable regulatory changes and the introduction of innovative financial products are expected to drive the market further in Asia Pacific.

Type Analysis

In the Passive ETF market, various types, including Equity ETFs, Bond ETFs, Commodity ETFs, Real Estate ETFs, and others, offer diverse investment opportunities. Equity ETFs hold the largest market share, primarily due to their ability to provide broad exposure to stock markets, mirroring the performance of major indices like the S&P 500 or the NASDAQ. As investors seek to capitalize on market growth while minimizing costs, the demand for Equity ETFs continues to rise. They are particularly popular among retail investors looking to gain diversified exposure to the equity market without picking individual stocks.

Bond ETFs are another critical segment within the Passive ETF market, offering investors a way to gain exposure to the fixed income market. These ETFs are essential for those looking to balance their portfolios with more stable, income-generating investments. Bond ETFs can provide access to government, corporate, and municipal bonds. The predictable income stream and lower risk compared to equities make Bond ETFs a favorite among conservative investors and retirees. Additionally, in a low-interest-rate environment, Bond ETFs become even more attractive as they offer better returns compared to traditional savings accounts.

Commodity ETFs cater to investors looking to diversify their portfolios with tangible assets like gold, silver, oil, and other commodities. These ETFs provide a convenient way to invest in commodities without the complexities involved in holding physical assets. Commodity ETFs are particularly popular during times of economic uncertainty and inflation, as they often serve as a hedge against market volatility and currency devaluation. The demand for these ETFs is expected to grow as investors seek more avenues to protect their wealth.

Real Estate ETFs provide exposure to the real estate market by investing in a diversified portfolio of real estate investment trusts (REITs). These ETFs offer a way to participate in the real estate market without th